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Recall Traces: Backtracking Models for Efficient Reinforcement Learning

Apr 02, 2018
Anirudh Goyal, Philemon Brakel, William Fedus, Timothy Lillicrap, Sergey Levine, Hugo Larochelle, Yoshua Bengio

* In Review at ICML 2018 

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Light Gated Recurrent Units for Speech Recognition

Mar 26, 2018
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio

* IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 2, no. 2, pp. 92-102, April 2018 
* Copyright 2018 IEEE 

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Learning Independent Features with Adversarial Nets for Non-linear ICA

Oct 13, 2017
Philemon Brakel, Yoshua Bengio

* A preliminary version of this work was presented at the ICML 2017 workshop on implicit models 

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Improving speech recognition by revising gated recurrent units

Sep 29, 2017
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio


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Batch-normalized joint training for DNN-based distant speech recognition

Mar 24, 2017
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio

* arXiv admin note: text overlap with arXiv:1703.08002 

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A network of deep neural networks for distant speech recognition

Mar 23, 2017
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio


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An Actor-Critic Algorithm for Sequence Prediction

Mar 03, 2017
Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, Yoshua Bengio


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Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks

Jan 10, 2017
Ying Zhang, Mohammad Pezeshki, Philemon Brakel, Saizheng Zhang, Cesar Laurent Yoshua Bengio, Aaron Courville


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Deconstructing the Ladder Network Architecture

May 24, 2016
Mohammad Pezeshki, Linxi Fan, Philemon Brakel, Aaron Courville, Yoshua Bengio

* Proceedings of the 33 rd International Conference on Machine Learning, New York, NY, USA, 2016 

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End-to-End Attention-based Large Vocabulary Speech Recognition

Mar 14, 2016
Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio


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